National Renewable Energy Laboratory
Graduate PhD (Summer) Intern – Multi-Fidelity Simulation Optimization
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Job Description
- Req#: R13714
- Implement multi-fidelity simulation oracles for transportation systems.
- Enhancing existing software by adding solvers and functionalities for testing various simulation optimization methods with multi-fidelity stochastic oracles.
- Performing numerical analysis to fairly compare solvers in the presence of stochastic noise.
- Experience with numerical and/or stochastic optimization.
- Previous experience in using high performance computing (HPC) tools.
- Deep knowledge of probability and/or stochastic processes, e.g. Markov Chain.
- Expertise in traffic simulations, e.g. SUMO
- Stochastic differential equations
- Linear algebra
- Python programming
- Good communication skills
Posting Title
Graduate PhD (Summer) Intern – Multi-Fidelity Simulation Optimization.
Location
CO - Golden.
Position Type
Intern (Fixed Term).
Hours Per Week
40.
Working at NREL
The National Renewable Energy Laboratory (NREL), located at the foothills of the Rocky Mountains in Golden, Colorado is the nation's primary laboratory for research and development of renewable energy and energy efficiency technologies.Join the National Renewable Energy Laboratory (NREL), where world-class scientists, engineers, and experts are accelerating energy innovation through breakthrough research and systems integration. From our mission to our collaborative culture, NREL stands out in the research community for its commitment to an affordable and secure energy future. Spanning foundational science to applied systems engineering and analysis, we focus on solving complex challenges to deliver advanced, secure, reliable, and cost-effective energy solutions. Our work helps strengthen U.S. industries, support job creation, and promote national economic growth.
At NREL, you’ll find a mission-driven environment supported by state-of-the-art facilities, multidisciplinary research teams, and strong collaborations with industry, academia, and other national laboratories. We offer robust professional development opportunities, and a competitive benefits package designed to support your career and well-being.
Learn about NREL’s critical objectives: NREL's Mission and Vision.
Job Description
The Artificial Intelligence, Learning, and Intelligent Systems Group within NREL’s Computational Science Center has an opening for a Graduate Intern to work on solving bi-fidelity simulation optimization problems. The target problem is high-dimensional, stochastic, non-convex, and non-smooth, requiring a novel solver to find a good solution within a reasonable timeframe. The intern will develop software to test various solvers using parallel computing and analyze numerical results to determine the best solver and solution.
We are seeking a motivated researcher with a strong technical background and a passion for NREL's mission. The ideal candidate will have expertise in applied mathematics, particularly in simulation and numerical optimization.
Responsibilities include:
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Basic Qualifications
Minimum of a 3.0 cumulative grade point average.
Undergraduate: Must be enrolled as a full-time student in a bachelor’s degree program from an accredited institution.
Post Undergraduate: Earned a bachelor’s degree within the past 12 months. Eligible for an internship period of up to one year.
Graduate: Must be enrolled as a full-time student in a master’s degree program from an accredited institution.
Post Graduate: Earned a master’s degree within the past 12 months. Eligible for an internship period of up to one year.
Graduate + PhD: Completed master’s degree and enrolled as PhD student from an accredited institution.
Please Note:
• Applicants are responsible for uploading official or unofficial school transcripts, as part of the application process.
• If selected for position, a letter of recommendation will be required as part of the hiring process.
• Must meet educational requirements prior to employment start date.* Must meet educational requirements prior to employment start date.
Additional Required Qualifications
Only current PhD students will be considered for this position.
Preferred Qualifications
Experience with:
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Job Application Submission Window
The anticipated closing window for application submission is up to 30 days and may be extended as needed.
Annual Salary Range (based on full-time 40 hours per week)
Job Profile: / Annual Salary Range: $50,200 - $80,300NREL takes into consideration a candidate’s education, training, and experience, expected quality and quantity of work, required travel (if any), external market and internal value, including seniority and merit systems, and internal pay alignment when determining the salary level for potential new employees. In compliance with the Colorado Equal Pay for Equal Work Act, a potential new employee’s salary history will not be used in compensation decisions.
Benefits Summary
Benefits include medical, dental, and vision insurance; 403(b) Employee Savings Plan with employer match*; and sick leave (where required by law). NREL employees may be eligible for, but are not guaranteed, performance-, merit-, and achievement- based awards that include a monetary component. Some positions may be eligible for relocation expense reimbursement. Internships projected to be less than 20 hours per week are not eligible for medical, dental, or vision benefits.* Based on eligibility rules
Badging Requirement
NREL is subject to Department of Energy (DOE) access restrictions. All employees must also be able to obtain and maintain a federal Personal Identity Verification (PIV) card as required by Homeland Security Presidential Directive 12 (HSPD-12), which includes a favorable background investigation. Intern assignments extending beyond six months will be subject to this requirement.Drug Free Workplace
NREL is committed to maintaining a drug-free workplace in accordance with the federal Drug-Free Workplace Act and complies with federal laws prohibiting the possession and use of illegal drugs. Under federal law, marijuana remains an illegal drug.
If you are offered employment at NREL, you must pass a pre-employment drug test prior to commencing employment. Unless prohibited by state or local law, the pre-employment drug test will include marijuana. If you test positive on the pre-employment drug test, your offer of employment may be withdrawn.
Submission Guidelines
Please note that in order to be considered an applicant for any position at NREL you must submit an application form for each position for which you believe you are qualified. Applications are not kept on file for future positions. Please include a cover letter and resume with each position application.
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Equal Opportunity Employer
All qualified applicants will receive consideration for employment without regard basis of age (40 and over), color, disability, gender identity, genetic information, marital status, domestic partner status, military or veteran status, national origin/ancestry, race, religion, creed, sex (including pregnancy, childbirth, breastfeeding), sexual orientation, and any other applicable status protected by federal, state, or local laws.
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About the company
155855 The National Renewable Energy Laboratory, located in Golden, Colorado, specializes in renewable energy and energy efficiency research and development.